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Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study

Annual Meeting of the Association for Computational Linguistics (ACL), 2019

4 June 2019

Papers citing "Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study"

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Title
Enhancing Code Generation via Bidirectional Comment-Level Mutual GroundingInternational Conference on Software Engineering (ICSE), 2025 Yifeng Di Tianyi Zhang 241 7 0 12 May 2025
An Empirical Study on Context Length for Open-Domain Dialog GenerationPacific Rim International Conference on Artificial Intelligence (PRICAI), 2024 Xinyi Shen Zuoquan Lin 89 0 0 31 Aug 2024
CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems Abbas Ghaddar David Alfonso-Hermelo Philippe Langlais Mehdi Rezagholizadeh Boxing Chen Prasanna Parthasarathi 168 1 0 24 May 2024
Local and Global Contexts for Conversation Zuoquan Lin Xinyi Shen 129 1 0 31 Jan 2024
Revisiting Topic-Guided Language Models Carolina Zheng Keyon Vafa David M. Blei BDL 116 1 0 04 Dec 2023
Neural Conversation Models and How to Rein Them in: A Survey of Failures and Fixes Fabian Galetzka Anne Beyer David Schlangen AI4CE 200 1 0 11 Aug 2023
Lost in the Middle: How Language Models Use Long ContextsTransactions of the Association for Computational Linguistics (TACL), 2023 Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Abigail Z. Jacobs RALM 475 2,473 0 06 Jul 2023
Contextual Knowledge Learning For Dialogue GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Wen Zheng Natasa Milic-Frayling Ke Zhou 136 5 0 29 May 2023
Don't Take This Out of Context! On the Need for Contextual Models and Evaluations for Stylistic Rewriting Akhila Yerukola Xuhui Zhou Elizabeth Clark Maarten Sap 173 7 0 24 May 2023
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt TuningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Kaige Xie Tong Yu Haoliang Wang Junda Wu Handong Zhao Ruiyi Zhang K. Mahadik A. Nenkova Mark O. Riedl 265 4 0 20 May 2023
Analyzing Norm Violations in Live-Stream ChatConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jihyung Moon Dong-Ho Lee Hyundong Justin Cho Woojeong Jin Chan Young Park MinWoo Kim Jonathan May Jay Pujara Sungjoon Park 215 7 0 18 May 2023
ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific Writing Hua Shen Huang Chieh-Yang Tongshuang Wu Ting-Hao 'Kenneth' Huang 313 43 0 16 May 2023
VCSUM: A Versatile Chinese Meeting Summarization DatasetAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Han Wu Mingjie Zhan Haochen Tan Zhaohui Hou Ding Liang Linqi Song 180 17 0 09 May 2023
Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog HistoryIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Siddhant Arora Hayato Futami E. Tsunoo Brian Yan Shinji Watanabe 167 4 0 01 May 2023
An Empirical Study of Multitask Learning to Improve Open Domain Dialogue SystemsNordic Conference of Computational Linguistics (NODALIDA), 2023 M. Farahani Richard Johansson 112 0 0 17 Apr 2023
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal DiscoveryTransactions of the Association for Computational Linguistics (TACL), 2023 Tao Feng Zhuang Li Gholamreza Haffari CML 253 9 0 02 Mar 2023
Position Matters! Empirical Study of Order Effect in Knowledge-grounded DialogueWorkshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc), 2023 Hsuan Su Shachi H. Kumar Sahisnu Mazumder Wenda Chen R. Manuvinakurike Eda Okur Saurav Sahay L. Nachman Shang-Tse Chen Hung-yi Lee 100 4 0 12 Feb 2023
Local Structure Matters Most in Most Languages Louis Clouâtre Prasanna Parthasarathi Payel Das Sarath Chandar 148 1 0 09 Nov 2022
Detecting Languages Unintelligible to Multilingual Models through Local Structure ProbesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Louis Clouâtre Prasanna Parthasarathi Payel Das Sarath Chandar 138 3 0 09 Nov 2022
DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response SelectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yongkang Liu Shi Feng Wei Gao Daling Wang Yifei Zhang 127 4 0 25 Oct 2022
SUMBot: Summarizing Context in Open-Domain Dialogue SystemsIberSPEECH Conference (IberSPEECH), 2022 Rui Ribeiro Luísa Coheur 130 2 0 12 Oct 2022
Adversarial Robustness of Visual Dialog Lu Yu Verena Rieser AAML 154 0 0 06 Jul 2022
A Mixture-of-Expert Approach to RL-based Dialogue ManagementInternational Conference on Learning Representations (ICLR), 2022 Yinlam Chow Azamat Tulepbergenov Ofir Nachum Moonkyung Ryu Mohammad Ghavamzadeh Craig Boutilier MoE 210 16 0 31 May 2022
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yu Cao Wei Bi Meng Fang Shuming Shi Dacheng Tao 121 56 0 21 Apr 2022
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue ModelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yiyang Li Hai Zhao Zhuosheng Zhang 242 11 0 18 Apr 2022
Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Brielen Madureira David Schlangen 140 4 0 14 Apr 2022
A survey of neural models for the automatic analysis of conversation: Towards a better integration of the social sciences Chloé Clavel Matthieu Labeau Justine Cassell 161 0 0 31 Mar 2022
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics Hyundong Justin Cho Chinnadhurai Sankar Christopher Lin Kaushik Ram Sadagopan Shahin Shayandeh Asli Celikyilmaz Jonathan May Ahmad Beirami 240 11 0 15 Dec 2021
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue SystemsICON (ICON), 2021 Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes 101 6 0 28 Nov 2021
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 142 42 0 15 Oct 2021
A Speaker-aware Parallel Hierarchical Attentive Encoder-Decoder Model for Multi-turn Dialogue Generation Zihao Wang Ming Jiang Junli Wang 225 1 0 13 Oct 2021
Investigating Robustness of Dialog Models to Popular Figurative Language Constructs Harsh Jhamtani Varun Gangal Eduard H. Hovy Taylor Berg-Kirkpatrick 135 23 0 01 Oct 2021
Shaking Syntactic Trees on the Sesame Street: Multilingual Probing with Controllable Perturbations Ekaterina Taktasheva Vladislav Mikhailov Ekaterina Artemova 199 14 0 28 Sep 2021
Code-switched inspired losses for generic spoken dialog representationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 E. Chapuis Pierre Colombo Matthieu Labeau Chloe Clave 322 12 0 27 Aug 2021
Integrating Dialog History into End-to-End Spoken Language Understanding Systems Jatin Ganhotra Samuel Thomas H. Kuo Sachindra Joshi G. Saon Zoltán Tüske Brian Kingsbury 121 11 0 18 Aug 2021
Local Structure Matters Most: Perturbation Study in NLUFindings (Findings), 2021 Louis Clouâtre Prasanna Parthasarathi Payel Das Sarath Chandar 157 16 0 29 Jul 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 254 115 0 07 Jul 2021
What Context Features Can Transformer Language Models Use? J. O'Connor Jacob Andreas KELM 148 81 0 15 Jun 2021
Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue UtterancesAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Zekang Li Jinchao Zhang Zhengcong Fei Yang Feng Jie Zhou 102 62 0 04 Jun 2021
Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial TrainingAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Wangchunshu Zhou Qifei Li Chenle Li 111 18 0 31 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic SurveyArtificial Intelligence Review (AIR), 2021 Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Xiaoshi Zhong 723 316 0 10 May 2021
Probing Commonsense Explanation in Dialogue Response GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Pei Zhou Pegah Jandaghi Bill Yuchen Lin Justin Cho Jay Pujara Xiang Ren LRM 323 17 0 19 Apr 2021
Sometimes We Want Translationese Prasanna Parthasarathi Koustuv Sinha J. Pineau Adina Williams AAML 197 4 0 15 Apr 2021
Dynabench: Rethinking Benchmarking in NLPNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Douwe Kiela Max Bartolo Yixin Nie Divyansh Kaushik Atticus Geiger ... Pontus Stenetorp Robin Jia Joey Tianyi Zhou Christopher Potts Adina Williams 344 458 0 07 Apr 2021
Explaining the Road Not Taken Hua Shen Ting-Hao 'Kenneth' Huang FAtt XAI 122 9 0 27 Mar 2021
Does Dialog Length matter for Next Response Selection task? An Empirical Study Jatin Ganhotra Sachindra Joshi VLM 102 5 0 24 Jan 2021
Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks?Findings (Findings), 2020 Thang M. Pham Trung Bui Long Mai Anh Totti Nguyen 501 126 0 30 Dec 2020
Context Dependent Semantic Parsing: A SurveyInternational Conference on Computational Linguistics (COLING), 2020 Zhuang Li Zhuang Li Gholamreza Haffari 190 20 0 02 Nov 2020
Improving Limited Labeled Dialogue State Tracking with Self-SupervisionFindings (Findings), 2020 Chien-Sheng Wu Guosheng Lin Caiming Xiong 120 23 0 26 Oct 2020
Effects of Naturalistic Variation in Goal-Oriented DialogFindings (Findings), 2020 Jatin Ganhotra Robert J. Moore Sachindra Joshi Kahini Wadhawan 123 10 0 05 Oct 2020